EP3901771A4 - Driving simulation method and apparatus, electronic device and computer storage medium - Google Patents
Driving simulation method and apparatus, electronic device and computer storage medium Download PDFInfo
- Publication number
- EP3901771A4 EP3901771A4 EP20802483.6A EP20802483A EP3901771A4 EP 3901771 A4 EP3901771 A4 EP 3901771A4 EP 20802483 A EP20802483 A EP 20802483A EP 3901771 A4 EP3901771 A4 EP 3901771A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- electronic device
- storage medium
- computer storage
- simulation method
- driving simulation
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Ceased
Links
- 238000000034 method Methods 0.000 title 1
- 238000004088 simulation Methods 0.000 title 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
- G06F30/15—Vehicle, aircraft or watercraft design
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/10—Geometric CAD
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/0088—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots characterized by the autonomous decision making process, e.g. artificial intelligence, predefined behaviours
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0212—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory
- G05D1/0219—Control of position or course in two dimensions specially adapted to land vehicles with means for defining a desired trajectory ensuring the processing of the whole working surface
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/02—Control of position or course in two dimensions
- G05D1/021—Control of position or course in two dimensions specially adapted to land vehicles
- G05D1/0276—Control of position or course in two dimensions specially adapted to land vehicles using signals provided by a source external to the vehicle
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F30/00—Computer-aided design [CAD]
- G06F30/20—Design optimisation, verification or simulation
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Geometry (AREA)
- Evolutionary Computation (AREA)
- Aviation & Aerospace Engineering (AREA)
- Automation & Control Theory (AREA)
- Computer Hardware Design (AREA)
- General Engineering & Computer Science (AREA)
- Remote Sensing (AREA)
- Radar, Positioning & Navigation (AREA)
- Computational Mathematics (AREA)
- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
- Pure & Applied Mathematics (AREA)
- Business, Economics & Management (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Game Theory and Decision Science (AREA)
- Medical Informatics (AREA)
- Traffic Control Systems (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201910368409.1A CN110069887B (en) | 2019-05-05 | 2019-05-05 | Driving simulation method, device, equipment and storage medium |
PCT/CN2020/086029 WO2020224434A1 (en) | 2019-05-05 | 2020-04-22 | Driving simulation method and apparatus, electronic device and computer storage medium |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3901771A1 EP3901771A1 (en) | 2021-10-27 |
EP3901771A4 true EP3901771A4 (en) | 2022-03-09 |
Family
ID=67369938
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP20802483.6A Ceased EP3901771A4 (en) | 2019-05-05 | 2020-04-22 | Driving simulation method and apparatus, electronic device and computer storage medium |
Country Status (4)
Country | Link |
---|---|
US (1) | US20210334420A1 (en) |
EP (1) | EP3901771A4 (en) |
CN (1) | CN110069887B (en) |
WO (1) | WO2020224434A1 (en) |
Families Citing this family (25)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN110069887B (en) * | 2019-05-05 | 2022-04-15 | 腾讯科技(深圳)有限公司 | Driving simulation method, device, equipment and storage medium |
CN110780602B (en) * | 2019-09-09 | 2022-02-18 | 腾讯科技(深圳)有限公司 | Method, device and equipment for constructing simulated vehicle lane change track |
CN110717248A (en) * | 2019-09-11 | 2020-01-21 | 武汉光庭信息技术股份有限公司 | Method and system for generating automatic driving simulation scene, server and medium |
CN111368409A (en) * | 2020-02-27 | 2020-07-03 | 杭州飞步科技有限公司 | Vehicle flow simulation processing method, device, equipment and storage medium |
US11702101B2 (en) | 2020-02-28 | 2023-07-18 | International Business Machines Corporation | Automatic scenario generator using a computer for autonomous driving |
US11814080B2 (en) | 2020-02-28 | 2023-11-14 | International Business Machines Corporation | Autonomous driving evaluation using data analysis |
US11644331B2 (en) * | 2020-02-28 | 2023-05-09 | International Business Machines Corporation | Probe data generating system for simulator |
CN113495767B (en) * | 2020-03-20 | 2023-08-22 | 北京轻舟智航智能技术有限公司 | Method and device for generating interaction scene and electronic equipment |
CN111783229A (en) * | 2020-07-02 | 2020-10-16 | 北京赛目科技有限公司 | Method and device for generating simulated traffic flow |
CN112414420B (en) * | 2020-08-13 | 2023-05-02 | 腾讯科技(深圳)有限公司 | Navigation method based on traffic flow and related device |
CN112395734B (en) * | 2020-08-26 | 2022-07-01 | 腾讯科技(深圳)有限公司 | Vehicle driving simulation method and device, storage medium and electronic equipment |
CN112286206B (en) * | 2020-11-17 | 2024-01-23 | 苏州智加科技有限公司 | Automatic driving simulation method, system, equipment, readable storage medium and platform |
CN112269325B (en) * | 2020-12-21 | 2021-03-16 | 腾讯科技(深圳)有限公司 | Automatic driving simulation method and device, storage medium and electronic equipment |
US20220207209A1 (en) * | 2020-12-30 | 2022-06-30 | Beijing Voyager Technology Co., Ltd. | Deterministic sampling of autonomous vehicle simulation variables at runtime |
US11731657B2 (en) * | 2021-02-02 | 2023-08-22 | Tusimple, Inc. | Malicious event detection for autonomous vehicles |
CN112948270A (en) * | 2021-04-06 | 2021-06-11 | 东风小康汽车有限公司重庆分公司 | Method, device, equipment and medium for road test simulation analysis of automatic driving vehicle |
CN113715817B (en) * | 2021-11-02 | 2022-02-25 | 腾讯科技(深圳)有限公司 | Vehicle control method, vehicle control device, computer equipment and storage medium |
CN114154300B (en) * | 2021-11-03 | 2023-07-07 | 哈尔滨工业大学(深圳) | Urban thermal environment and air pollutant concentration real-time sensing map building method |
CN114187766B (en) * | 2021-11-08 | 2023-04-07 | 航天科工广信智能技术有限公司 | Road service level evaluation method based on saturation rate |
DE102022200067A1 (en) | 2022-01-05 | 2023-07-06 | Volkswagen Aktiengesellschaft | Automated roadworthiness testing of vehicles |
CN114780646A (en) * | 2022-04-12 | 2022-07-22 | 腾讯科技(深圳)有限公司 | Vehicle processing method, device, computer equipment and storage medium |
CN114743385B (en) * | 2022-04-12 | 2023-04-25 | 腾讯科技(深圳)有限公司 | Vehicle processing method and device and computer equipment |
US20230339517A1 (en) * | 2022-04-22 | 2023-10-26 | GM Global Technology Operations LLC | Autonomous driving evaluation system |
CN115311761B (en) * | 2022-07-15 | 2023-11-03 | 襄阳达安汽车检测中心有限公司 | Non-real-time vehicle-mounted perception system evaluation method and related equipment |
CN115981177B (en) * | 2022-12-07 | 2024-05-17 | 北京百度网讯科技有限公司 | Simulated vehicle generation method and device, electronic equipment and computer storage medium |
Family Cites Families (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102999646B (en) * | 2011-09-14 | 2015-03-04 | 中国科学技术大学 | Method and system for vehicle following and track change in microscopic traffic simulation |
CN102622516A (en) * | 2012-02-22 | 2012-08-01 | 天津港(集团)有限公司 | Microcosmic traffic flow simulation method for road safety evaluation |
CN102779357A (en) * | 2012-04-20 | 2012-11-14 | 同济大学 | Expressway tunnel and tunnel group operation environment visual scene simulation method and system |
US11138349B2 (en) * | 2015-12-04 | 2021-10-05 | International Business Machines Corporation | System and method for simulating traffic flow distributions with approximated vehicle behavior near intersections |
US9633560B1 (en) * | 2016-03-30 | 2017-04-25 | Jason Hao Gao | Traffic prediction and control system for vehicle traffic flows at traffic intersections |
CN105930565B (en) * | 2016-04-13 | 2019-11-19 | 中山大学 | The Traffic Flow Simulation Models parameter calibration method of Cross-Entropy Algorithm based on Linear Strategy |
US10343685B2 (en) * | 2016-09-28 | 2019-07-09 | Baidu Usa Llc | Physical model and machine learning combined method to simulate autonomous vehicle movement |
CN108257416B (en) * | 2016-12-28 | 2021-03-23 | 华为技术有限公司 | Method, device and system for path planning |
CN107703777A (en) * | 2017-10-27 | 2018-02-16 | 清华大学苏州汽车研究院(吴江) | A kind of vehicle platoon method of testing based on combined simulation system |
EP3543985A1 (en) * | 2018-03-21 | 2019-09-25 | dSPACE digital signal processing and control engineering GmbH | Simulation of different traffic situations for a test vehicle |
CN109656148B (en) * | 2018-12-07 | 2022-02-01 | 清华大学苏州汽车研究院(吴江) | Simulation method of automatic driving dynamic traffic flow scene |
CN110069887B (en) * | 2019-05-05 | 2022-04-15 | 腾讯科技(深圳)有限公司 | Driving simulation method, device, equipment and storage medium |
-
2019
- 2019-05-05 CN CN201910368409.1A patent/CN110069887B/en active Active
-
2020
- 2020-04-22 EP EP20802483.6A patent/EP3901771A4/en not_active Ceased
- 2020-04-22 WO PCT/CN2020/086029 patent/WO2020224434A1/en unknown
-
2021
- 2021-07-09 US US17/371,900 patent/US20210334420A1/en active Pending
Non-Patent Citations (3)
Title |
---|
ANONYMOUS: "Traffic flow - Wikipedia", 8 April 2019 (2019-04-08), pages 1 - 41, XP055881170, Retrieved from the Internet <URL:https://en.wikipedia.org/w/index.php?title=Traffic_flow&oldid=891534116> [retrieved on 20220119] * |
CHOI SEONGJIN ET AL: "Framework for simulation-based lane change control for autonomous vehicles", 2017 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), IEEE, 11 June 2017 (2017-06-11), pages 699 - 704, XP033133830, DOI: 10.1109/IVS.2017.7995799 * |
ZHANG YUMING ET AL: "Force-Driven Traffic Simulation for a Future Connected Autonomous Vehicle-Enabled Smart Transportation System", IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, IEEE, PISCATAWAY, NJ, USA, vol. 19, no. 7, 1 July 2018 (2018-07-01), pages 2221 - 2233, XP011686287, ISSN: 1524-9050, [retrieved on 20180628], DOI: 10.1109/TITS.2017.2787141 * |
Also Published As
Publication number | Publication date |
---|---|
EP3901771A1 (en) | 2021-10-27 |
CN110069887A (en) | 2019-07-30 |
US20210334420A1 (en) | 2021-10-28 |
WO2020224434A1 (en) | 2020-11-12 |
CN110069887B (en) | 2022-04-15 |
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